Modern applications require efficient operational and analytical capabilities and must ensure predictable performance regardless of the workload. Redis is a de-facto standard caching system, with real-time response and flexible data types which fulfills the most different data modeling requirements.
This book introduces you to Redis Stack, an extension of Redis presented in 2022, and it guides you through the multiple data modeling capabilities, together with examples to perform real-time queries and searches. Redis Stack represents a new approach to providing a rich data modeling experience all within the same database server.
You will learn to model and search your data in the JSON and hash data types and work with features such as Vector Similarity Search which adds semantic search capabilities to your application in order to search for similar texts, images, or audio files. You will understand how to use the probabilistic Bloom filters to efficiently resolve recurrent big data problems. Next, we dive into the strengths of Redis Stack as a data platform show use cases to manage database events, and introduce stream processing features. Scenarios to use Redis Stack in microservices architectures complete the picture.
By the end of this book, you will be well-versed with best practices to administer and manage the server, scalability, high availability, data integrity, stored functions, and more.

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Spis treści

Redis Stack for Application Modernization. Build real-time multi-model applications at any scale with Redis eBook -- spis treści

• 1. Introducing Redis Stack
• 2. Resolving Use Cases with Redis Stack
• 3. Getting Started with Redis Stack
• 4. Setting Up Client Libraries
• 5. Redis Stack as a document store
• 6. Redis Stack as a vector database
• 7. Redis Stack as a time series database
• 8. Understanding Probabilistic Data Structures
• 9. Programmability of Redis Stack
• 10. RedisInsight: the Data Management GUI
• 11. Using Redis Stack as a primary database
• 12. Managing development and production environments